And on line 6 you can see the attribute that specifies your applications icon:

android:icon="@drawable/icon"

The /icon refers to the default icon.png file in your drawable folder (or the drawable-ldpi/mdpi/hdpi/xhdpi folders), so just substitute “icon” with the name of your icon file, you will change the icon of your app.